[PDF.46yr] Support Vector Machines (Information Science and Statistics)

Support Vector Machines (Information Science and Statistics)

[PDF.hs20] Support Vector Machines (Information Science and Statistics)

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 | #1150939 in Books |  Steinwart Ingo Christmann Andreas |  2008-08-12 | Original language:English | PDF # 1 |  9.21 x1.31 x6.14l,2.15 | File type: PDF | 601 pages

 | Support Vector Machines

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||0 of 0 people found the following review helpful.| It is also great reference for general theorems concerning RKHSs which are covered ...|By Joel|This book delves into the mathematical theory of Support Vector Machines. It is also great reference for general theorems concerning RKHSs which are covered in detail in Chapter 4 of the book. It is a frequently used reference that I keep on my desk.|4 of 4 people found the following| ||From the reviews:|“This book has many remarkable qualities which make it commendable to a large mathematical audience. …It is probably the first book on this topic…which is genuinely aimed at a mathematician reader. No technical issue is a

Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book is to explain the principles that made support vector machines (SVMs) a successful modeling and prediction tool for a variety of applications. We try to achieve this by presenting the basic ideas of SVMs together with the latest developments and current research questions in a uni?ed style. In a nutshell, we identify at lea...

You easily download any file type for your device.Support Vector Machines (Information Science and Statistics)   |  Ingo Steinwart, Andreas Christmann. A good, fresh read, highly recommended.

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